大型超级计算机的最小开销虚拟化

J. Lange, K. Pedretti, P. Dinda, P. Bridges, C. Bae, Philip Soltero, A. Merritt
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引用次数: 82

摘要

虚拟化具有显著提高高性能计算(HPC)系统的可用性和可靠性的潜力。但是,除非能够尽量减少管理费用,否则这种潜力仍将无法实现。这在运行精心设计的HPC操作系统的大型机器上尤其具有挑战性,这些操作系统支持紧密耦合的并行应用程序。在本文中,我们展示了如何谨慎地使用硬件和VMM特性来实现大规模HPC系统(特别是Cray XT4机器)的虚拟化,在高达4096个节点的规模下,关键HPC应用程序、微基准测试和客户机的开销< = 5%。我们描述了实现这种低开销所必需的三种技术:透传I/O、工作负载敏感的分页机制选择和仔细控制的抢占。这些技术是共生虚拟化的形式,我们将详细阐述这种方法。
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Minimal-overhead virtualization of a large scale supercomputer
Virtualization has the potential to dramatically increase the usability and reliability of high performance computing (HPC) systems. However, this potential will remain unrealized unless overheads can be minimized. This is particularly challenging on large scale machines that run carefully crafted HPC OSes supporting tightly-coupled, parallel applications. In this paper, we show how careful use of hardware and VMM features enables the virtualization of a large-scale HPC system, specifically a Cray XT4 machine, with < = 5% overhead on key HPC applications, microbenchmarks, and guests at scales of up to 4096 nodes. We describe three techniques essential for achieving such low overhead: passthrough I/O, workload-sensitive selection of paging mechanisms, and carefully controlled preemption. These techniques are forms of symbiotic virtualization, an approach on which we elaborate.
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